A stepwise catalytic reduction of ketone 1 to alcohol 2 and subsequently to aryl(imidazo[1,2‐b]pyridazinyl)methane 3 is described, which provides synthetically useful chemoselectivity at acceptably low catalyst loadings. Undesired reactive sites include an aryl chloride, heteroarylchloride and benzylic amine group. The presence of these functional groups presents a significant challenge to chemoselectivity for both reduction steps. For selective CO reduction of highly functionalised 1, high chemoselectivity was observed at low catalyst loading by using Wills’ tethered Ru transfer‐hydrogenation catalyst 13. The selective hydrogenolysis of 2 was then accomplished under acidic hydrogenation conditions by using a Pd/C catalyst in the presence of Cu salts. This procedure has been demonstrated on a multi‐gram scale, which makes this approach a viable method to use a combination of homogeneous and heterogeneous catalysis.